Integrity report for MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.08678 · pith:2026:NZPDVXNXRUX6HU5FEAADKKJ2BB

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 09:02:01.991054+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-19 22:36:24.375594+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 14:31:17.867448+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 10:52:08.963578+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/NZPDVXNX/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.